Active inference textbook

Approved: Yes
Title: Active inference textbook 
Category: Learning
Skill Level:
Beginner (304), Intermediate (305), Advanced (306)

Description:
This textbook is the first comprehensive treatment of active inference, an
integrative perspective on brain, cognition, and behavior used across
multiple disciplines including computational neurosciences, machine learning,
artificial intelligence, and robotics. It was published in 2022 and it's open
access at this time. The contents in this textbook should be educational to
those who want to understand how the free energy principle is applied to the
normative behavior of living organisms and who want to widen their knowledge
of sequential decision making under uncertainty.


Link to Resource:
- Active Inference: The Free Energy Principle in Mind, Brain, and Behavior (https://direct.mit.edu/books/oa-monograph/5299/Active-InferenceThe-Free-Energy-Principle-in-Mind)

Tags:
ai (271), machine-learning (272), neural-networks (435)

Domain:
ACCESS CSSN (780), Campus Champions (572), CAREERS (323), CCMNet (835), Great Plains (311), Kentucky (322), Northeast (308)

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